Lead Machine Learning Engineer (Hyderabad)

Lead Machine Learning Engineer (Hyderabad)

02 Aug
|
Advanced Micro Devices (AMD)
|
Hyderabad

02 Aug

Advanced Micro Devices (AMD)

Hyderabad

Job Summary

Lead Machine Learning Engineer In this role, you will help deliver end-to-end AI/ML solutions by working with state-of-the-art neural network architectures including Vision(CNN), Vision Transformers (ViTs), LLMs, BERT, Transformers, and custom models and optimizing them for AMD's next-generation compute platforms. You will be involved in compiler development, performance analysis, compiler optimization, software framework development, and system-level engineering. Working in a highly collaborative RD environment, you will partner with hardware and software engineering teams, application experts, and customers to enable high-performance AI solutions across a range of AMD technologies.

This is an excellent opportunity to contribute to cutting-edge AI innovation while growing your expertise in machine learning, systems engineering, and product development.

Key Responsibilities

- Work with state-of-the-art AI/ML compiler toolchains across front-end, back-end, optimization, performance, and debugging domains.
- Collaborate with the AI/ML Solutions team to accelerate solution development and deployment.
- Evaluate and optimize industry-standard and custom neural network architectures, including Vision(CNNs), Vision Transformers (ViTs), and Large Language Models (LLMs), for AMD platforms.
- Develop software frameworks, applications, and system-level solutions for machine learning workloads.
- Perform performance analysis, simulations, profiling, and optimization of AI applications.
- Contribute to a fast-paced, team-oriented engineering environment focused on solving complex machine learning challenges.

Required Qualifications

- Bachelors or Masters degree in Computer Science, Computer Engineering, Data Science, Artificial Intelligence,



or a related field.
- Experience with machine learning algorithms and deep learning frameworks.
- Strong understanding of deep neural network architectures such as CNNs, Vision Transformers (ViTs), and Transformer-based models.
- Hands-on experience with AI frameworks including: ONNX, PyTorch, TensorFlow, Caffe etc.
- Experience working with popular machine learning models such as: ResNet, YOLO, Vision Transformer (ViT), BEVFormer, Transformer-based models
- Excellent C/C++/Python programming and software design skills, including debugging, performance analysis, and test design.

Preferred Qualifications

- Experience collaborating with software partners on, Performance optimization, Benchmark development, Technical collateral creation (presentations, whitepapers, etc.), Joint demonstrations and proof-of-concept solutions
- Experience working directly with customers to understand and address critical design requirements.
- Ability to drive adoption of AI/ML compiler technologies through close engagement with customers and cross-functional teams.
- Experience collaborating with Product Marketing, Applications Engineering, and Architecture teams to define and architect new features.
- Hands-on experience with: Model Pruning, quantization, Model optimization, Performance tuning, Compiler technologies
- Knowledge of CUDA/HIP/OpenCL computing
- Experiences to optimize NPU/GPU/TPU kernels for performance is a plus
- Exposure to next-generation deep learning compiler technologies.

Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.

📌 Lead Machine Learning Engineer (Hyderabad)
🏢 Advanced Micro Devices (AMD)
📍 Hyderabad

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